We have evaluated the classification performance of SVMs, GMMs and random forests in the case of phoneme classification.
Our results confirm the strong performance of GMMs on this task.
Moreover, we have demonstrated possible improvements by combining classifiers, especially GMMs and SVMs.
Further work could explore the combination of discriminative and generative models in more detail, e.g.\ by incorporating all eight feature sets.
